Traffic light counter detection comparison using you only look oncev3 and you only look oncev5 for version 3 and 5

• Main Authors: Hamzah Abdulmalek Al-Haimi, Zamani Md Sani, Tarmizi Ahmad Izzudin, Hadhrami Abdul Ghani, Azizul Azizan, Samsul Ariffin Abdul Karim
• Format: Article
• Language: English; English
• Published: Institute of Advanced Engineering and Science (IAES) 2023
• Subjects: QA75.5-76.95 Electronic computers. Computer science; TE210-228.3 Construction details Including foundations, maintenance, equipment
• Online Access: https://eprints.ums.edu.my/id/eprint/38443/1/ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/38443/2/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/38443/; http://doi.org/10.11591/ijai.v12.i4.pp1585-1592
• Institution: Universiti Malaysia Sabah

This project aims to develop a vision system that can detect traffic light counter and to recognise the numbers shown on it. The system used you only look once version 3 (YOLOv3) algorithm because of its robust performance and reliability and able to be implemented in Nvidia Jetson nano kit. A total...